In one embodiment, an accelerator node transfers a first fragment of the data in a first format received from a data generating machine to a storage node. The accelerator node reads the first fragment in the first format from the storage node after the transferring is complete. The accelerator node transforms the accelerator node the first fragment in the first format to a second format. The accelerator node writes the first fragment in the second format by the accelerator node to the storage node.